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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

7,562 listings found

2008 Jeep Liberty Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Jeep Liberty Limited

Cambridge, OH

UnscoredLimited · 6
$1,995200,941 mi

Comparison: 6 similar vehicles

Cambridge, OH

2009 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Hyundai Sonata GLS

Dresden, OH

UnscoredModerate · 25
$1,999196,793 mi

Comparison: 25 similar vehicles

Dresden, OH

2013 Chrysler 200 LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chrysler 200 LX

Cambridge, OH

Salvage title
$2,191173,828 mi

Cambridge, OH

2005 Scion xB Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Scion xB Base

East Fultonham, OH

UnscoredInsufficient · 0
$2,500211,965 mi

East Fultonham, OH

2016 Buick Encore Sport Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Buick Encore Sport Touring

New Lexington, OH

UnscoredLimited · 15
$2,700204,092 mi

Comparison: 15 similar vehicles

New Lexington, OH

2004 Ford Freestar Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Freestar Limited

Parkersburg, WV

UnscoredInsufficient · 0
$2,800227,581 mi

Parkersburg, WV

2006 Chevrolet TrailBlazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chevrolet TrailBlazer LS

Cambridge, OH

UnscoredLimited · 18
$2,891186,308 mi

Comparison: 18 similar vehicles

Cambridge, OH

2015 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Fusion SE

Logan, OH

UnscoredLimited · 5
$2,995241,100 mi

Comparison: 5 similar vehicles

Logan, OH

2001 Chevrolet Suburban Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Chevrolet Suburban Base

Nelsonville, OH

UnscoredInsufficient · 3
$2,995262,969 mi

Comparison: 3 similar vehicles

Nelsonville, OH

2009 Saturn Outlook XE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Saturn Outlook XE

Athens, OH

UnscoredInsufficient · 0
$2,999267,420 mi

Athens, OH

2011 Chevrolet Impala 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Impala 2FL

East Fultonham, OH

UnscoredLimited · 17
$3,000184,974 mi

Comparison: 17 similar vehicles

East Fultonham, OH

2003 Dodge Dakota Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Dodge Dakota Sport

Cambridge, OH

UnscoredInsufficient · 0
$3,291173,357 mi

Cambridge, OH

2007 Toyota Yaris Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Toyota Yaris Base

Cambridge, OH

UnscoredLimited · 11
$3,295245,371 mi

Comparison: 11 similar vehicles

Cambridge, OH

2010 Jeep Liberty Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Jeep Liberty Sport

Cambridge, OH

UnscoredModerate · 41
$3,495173,791 mi

Comparison: 41 similar vehicles

Cambridge, OH

2009 Toyota Corolla Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Toyota Corolla Base

New Lexington, OH

UnscoredLimited · 6
$3,495181,100 mi

Comparison: 6 similar vehicles

New Lexington, OH

2007 Kia Sportage EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Kia Sportage EX

Marietta, OH

UnscoredInsufficient · 0
$3,499176,714 mi

Marietta, OH

2016 Nissan LEAF SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan LEAF SL

East Fultonham, OH

UnscoredInsufficient · 0
$3,50071,475 mi

East Fultonham, OH

2009 Hyundai Sonata SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Hyundai Sonata SE

New Lexington, OH

UnscoredInsufficient · 0
$3,500156,688 mi

New Lexington, OH

2007 Ford Five Hundred Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Five Hundred Limited

East Fultonham, OH

UnscoredInsufficient · 0
$3,500137,788 mi

East Fultonham, OH

2007 Chevrolet Cobalt LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Cobalt LT

Athens, OH

UnscoredLimited · 7
$3,500201,398 mi

Comparison: 7 similar vehicles

Athens, OH

2007 Pontiac G6 GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Pontiac G6 GT

Parkersburg, WV

UnscoredLimited · 14
$3,500140,940 mi

Comparison: 14 similar vehicles

Parkersburg, WV

1993 Chevrolet GMT400

Image from the dealer's site. OAV does not own, control, or store dealer images.

1993 Chevrolet GMT400

East Fultonham, OH

UnscoredInsufficient · 0
$3,500264,422 mi

East Fultonham, OH

1991 Ford Econoline

Image from the dealer's site. OAV does not own, control, or store dealer images.

1991 Ford Econoline

New Lexington, OH

UnscoredInsufficient · 0
$3,50024,004 mi

New Lexington, OH

2009 Ford Escape XLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Escape XLS

Somerset, OH

UnscoredInsufficient · 0
$3,595216,319 mi

Somerset, OH

2012 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fusion SE

Somerset, OH

UnscoredLimited · 5
$3,695242,067 mi

Comparison: 5 similar vehicles

Somerset, OH

2007 Mitsubishi Eclipse Spyder GS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Mitsubishi Eclipse Spyder GS

Zanesville, OH

UnscoredLimited · 12
$3,695182,426 mi

Comparison: 12 similar vehicles

Zanesville, OH

2009 Toyota Prius Standard

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Toyota Prius Standard

New Lexington, OH

UnscoredLimited · 9
$3,700216,084 mi

Comparison: 9 similar vehicles

New Lexington, OH

2014 Nissan Rogue S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Nissan Rogue S

Athens, OH

UnscoredLimited · 10
$3,788258,919 mi

Comparison: 10 similar vehicles

Athens, OH

2010 Honda CR-V EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Honda CR-V EX-L

Woodsfield, OH

UnscoredModerate · 47
$3,799237,203 mi

Comparison: 47 similar vehicles

Woodsfield, OH

2008 Cadillac SRX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Cadillac SRX Base

Malta, OH

UnscoredInsufficient · 3
$3,800117,218 mi

Comparison: 3 similar vehicles

Malta, OH

2018 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Nissan Altima S

East Fultonham, OH

UnscoredModerate · 23
$3,900181,030 mi

Comparison: 23 similar vehicles

East Fultonham, OH

2015 FIAT 500L Trekking

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 FIAT 500L Trekking

Malta, OH

UnscoredInsufficient · 0
$3,900123,183 mi

Malta, OH

2012 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Transit Connect XLT

East Fultonham, OH

UnscoredLimited · 7
$3,900114,637 mi

Comparison: 7 similar vehicles

East Fultonham, OH

2008 GMC Sierra 1500

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 GMC Sierra 1500

New Lexington, OH

UnscoredInsufficient · 0
$3,900253,984 mi

New Lexington, OH

2008 Mercury Grand Marquis LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mercury Grand Marquis LS

New Lexington, OH

UnscoredInsufficient · 0
$3,900227,868 mi

New Lexington, OH

2001 Chevrolet Tracker ZR2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Chevrolet Tracker ZR2

New Lexington, OH

UnscoredInsufficient · 0
$3,900151,782 mi

New Lexington, OH

No Photo

2013 Dodge Grand Caravan SXT

Cambridge, OH

UnscoredModerate · 31
$3,988156,442 mi

Comparison: 31 similar vehicles

Cambridge, OH

No Photo

2010 Lincoln MKS EcoBoost

Cambridge, OH

UnscoredInsufficient · 3
$3,988191,712 mi

Comparison: 3 similar vehicles

Cambridge, OH

2014 GMC Acadia SLE1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 GMC Acadia SLE1

Zanesville, OH

UnscoredLimited · 7
$3,990168,127 mi

Comparison: 7 similar vehicles

Zanesville, OH

2007 Ford Edge SEL Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Edge SEL Plus

Zanesville, OH

UnscoredLimited · 12
$3,990157,964 mi

Comparison: 12 similar vehicles

Zanesville, OH

2016 Chevrolet Cruze LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Cruze LT

Pomeroy, OH

UnscoredRobust · 73
$3,995232,253 mi

Comparison: 73 similar vehicles

Pomeroy, OH

2015 Chrysler Town & Country Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chrysler Town & Country Touring

Cambridge, OH

UnscoredRobust · 54
$3,995204,033 mi

Comparison: 54 similar vehicles

Cambridge, OH

2015 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Fusion SE

Cambridge, OH

UnscoredLimited · 5
$3,995218,172 mi

Comparison: 5 similar vehicles

Cambridge, OH

2012 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fusion SEL

Cambridge, OH

UnscoredRobust · 52
$3,995189,287 mi

Comparison: 52 similar vehicles

Cambridge, OH

2011 Chevrolet HHR LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet HHR LT

Cambridge, OH

UnscoredLimited · 6
$3,995221,209 mi

Comparison: 6 similar vehicles

Cambridge, OH

2010 Nissan cube

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Nissan cube

Cambridge, OH

UnscoredInsufficient · 0
$3,995229,613 mi

Cambridge, OH

2008 Subaru Forester Sports 2.5 X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Subaru Forester Sports 2.5 X

Byesville, OH

UnscoredInsufficient · 0
$3,995190,655 mi

Byesville, OH

2007 Ford Focus ZX4 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Focus ZX4 S

Millfield, OH

UnscoredInsufficient · 4
$3,995112,241 mi

Comparison: 4 similar vehicles

Millfield, OH

2009 Volkswagen Routan SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Volkswagen Routan SEL

Marietta, OH

UnscoredInsufficient · 0
$3,999200,048 mi

Marietta, OH

2014 Volkswagen Passat SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Volkswagen Passat SE

New Lexington, OH

UnscoredModerate · 21
$4,000308,800 mi

Comparison: 21 similar vehicles

New Lexington, OH

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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